{"id":"https://openalex.org/W2994779004","doi":null,"title":"Artificial Agents Learn Flexible Visual Representations by Playing a Hiding Game.","display_name":"Artificial Agents Learn Flexible Visual Representations by Playing a Hiding Game.","publication_year":2019,"publication_date":"2019-12-17","ids":{"openalex":"https://openalex.org/W2994779004","mag":"2994779004"},"language":"en","primary_location":{"id":"mag:2994779004","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1912.08195","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"volume":null,"type":"preprint","is_traditional":true,"indexed_in":[],"open_access":{"is_oa":true,"oa_status":"green","oa_url":"https://arxiv.org/pdf/1912.08195","any_repository_has_fulltext":true},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5045298700","display_name":"Luca Weihs","orcid":"https://orcid.org/0000-0002-6846-6718","observed_orcids":["https://orcid.org/0000-0002-6846-6718"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Luca Weihs","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-6846-6718","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5018421415","display_name":"Aniruddha Kembhavi","orcid":"https://orcid.org/0000-0002-7608-7443","observed_orcids":["https://orcid.org/0000-0002-7608-7443"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Aniruddha Kembhavi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0002-7608-7443","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5044795971","display_name":"Winson Han","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Winson Han","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5045695842","display_name":"Alvaro Herrasti","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Alvaro Herrasti","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5035312572","display_name":"Eric Kolve","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Eric Kolve","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5007645100","display_name":"Dustin Schwenk","orcid":"https://orcid.org/0000-0003-1666-6889","observed_orcids":["https://orcid.org/0000-0003-1666-6889"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Dustin Schwenk","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0003-1666-6889","affiliations":[]},{"author_position":"middle","author":{"id":"https://openalex.org/A5070375939","display_name":"Roozbeh Mottaghi","orcid":null,"observed_orcids":[]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Roozbeh Mottaghi","raw_affiliation_strings":[],"raw_orcid":null,"affiliations":[]},{"author_position":"last","author":{"id":"https://openalex.org/A5101576595","display_name":"Ali Farhadi","orcid":"https://orcid.org/0000-0001-7249-2380","observed_orcids":["https://orcid.org/0000-0001-7249-2380"]},"institutions":[],"countries":[],"is_corresponding":false,"raw_author_name":"Ali Farhadi","raw_affiliation_strings":[],"raw_orcid":"https://orcid.org/0000-0001-7249-2380","affiliations":[]}],"institutions":[],"countries_distinct_count":0,"institutions_distinct_count":0,"corresponding_author_ids":[],"corresponding_institution_ids":[],"apc_list":null,"apc_paid":null,"fwci":null,"has_fulltext":false,"cited_by_count":6,"citation_normalized_percentile":null,"cited_by_percentile_year":null,"biblio":{"volume":null,"issue":null,"first_page":null,"last_page":null},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9053000211715698,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10462","display_name":"Reinforcement Learning in Robotics","score":0.9053000211715698,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11307","display_name":"Domain Adaptation and Few-Shot Learning","score":0.03779999911785126,"subfield":{"id":"https://openalex.org/subfields/1702","display_name":"Artificial Intelligence"},"field":{"id":"https://openalex.org/fields/17","display_name":"Computer Science"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T10656","display_name":"Child and Animal Learning Development","score":0.016300000250339508,"subfield":{"id":"https://openalex.org/subfields/3204","display_name":"Developmental and Educational Psychology"},"field":{"id":"https://openalex.org/fields/32","display_name":"Psychology"},"domain":{"id":"https://openalex.org/domains/2","display_name":"Social Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/hide-and-seek","display_name":"hide and seek","score":0.9129999876022339},{"id":"https://openalex.org/keywords/visual-representation-learning","display_name":"visual representation learning","score":0.8140000104904175},{"id":"https://openalex.org/keywords/adversarial-reinforcement-learning","display_name":"adversarial reinforcement learning","score":0.9110000133514404},{"id":"https://openalex.org/keywords/perspective-taking","display_name":"perspective taking","score":0.7749999761581421},{"id":"https://openalex.org/keywords/object-permanence","display_name":"object permanence","score":0.7300000190734863},{"id":"https://openalex.org/keywords/occlusion","display_name":"occlusion","score":0.9259999990463257},{"id":"https://openalex.org/keywords/containment","display_name":"containment","score":0.6079999804496765},{"id":"https://openalex.org/keywords/free-space","display_name":"free space","score":0.5130000114440918},{"id":"https://openalex.org/keywords/false-belief-understanding","display_name":"false belief understanding","score":0.7329999804496765},{"id":"https://openalex.org/keywords/secret-keeping","display_name":"keeping secrets","score":0.8109999895095825},{"id":"https://openalex.org/keywords/interactive-learning","display_name":"interactive learning","score":0.4059999883174896}],"concepts":[{"id":"https://openalex.org/C100609095","wikidata":"https://www.wikidata.org/wiki/Q1335050","display_name":"Embodied cognition","level":2,"score":0.8132202625274658},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6333289742469788},{"id":"https://openalex.org/C188147891","wikidata":"https://www.wikidata.org/wiki/Q147638","display_name":"Cognitive science","level":1,"score":0.548517644405365},{"id":"https://openalex.org/C103683099","wikidata":"https://www.wikidata.org/wiki/Q5370102","display_name":"Embodied agent","level":3,"score":0.5371326804161072},{"id":"https://openalex.org/C194995250","wikidata":"https://www.wikidata.org/wiki/Q531136","display_name":"Affordance","level":2,"score":0.5186459422111511},{"id":"https://openalex.org/C2779343474","wikidata":"https://www.wikidata.org/wiki/Q3109175","display_name":"Context (archaeology)","level":2,"score":0.5035068392753601},{"id":"https://openalex.org/C12713177","wikidata":"https://www.wikidata.org/wiki/Q1900281","display_name":"Perspective (graphical)","level":2,"score":0.49841976165771484},{"id":"https://openalex.org/C75291252","wikidata":"https://www.wikidata.org/wiki/Q1315756","display_name":"TRACE (psycholinguistics)","level":2,"score":0.48641467094421387},{"id":"https://openalex.org/C2779151265","wikidata":"https://www.wikidata.org/wiki/Q1156791","display_name":"Copying","level":2,"score":0.472481906414032},{"id":"https://openalex.org/C136197465","wikidata":"https://www.wikidata.org/wiki/Q1729295","display_name":"Variety (cybernetics)","level":2,"score":0.4674699306488037},{"id":"https://openalex.org/C2780598303","wikidata":"https://www.wikidata.org/wiki/Q65921492","display_name":"Flexibility (engineering)","level":2,"score":0.4610065817832947},{"id":"https://openalex.org/C22304111","wikidata":"https://www.wikidata.org/wiki/Q1417978","display_name":"Object permanence","level":4,"score":0.41791674494743347},{"id":"https://openalex.org/C107457646","wikidata":"https://www.wikidata.org/wiki/Q207434","display_name":"Human\u2013computer interaction","level":1,"score":0.41322484612464905},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.3257695734500885},{"id":"https://openalex.org/C169900460","wikidata":"https://www.wikidata.org/wiki/Q2200417","display_name":"Cognition","level":2,"score":0.23519054055213928},{"id":"https://openalex.org/C15744967","wikidata":"https://www.wikidata.org/wiki/Q9418","display_name":"Psychology","level":0,"score":0.23516738414764404},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C17744445","wikidata":"https://www.wikidata.org/wiki/Q36442","display_name":"Political science","level":0,"score":0.0},{"id":"https://openalex.org/C140441792","wikidata":"https://www.wikidata.org/wiki/Q2910672","display_name":"Cognitive development","level":3,"score":0.0},{"id":"https://openalex.org/C151730666","wikidata":"https://www.wikidata.org/wiki/Q7205","display_name":"Paleontology","level":1,"score":0.0},{"id":"https://openalex.org/C169760540","wikidata":"https://www.wikidata.org/wiki/Q207011","display_name":"Neuroscience","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C33923547","wikidata":"https://www.wikidata.org/wiki/Q395","display_name":"Mathematics","level":0,"score":0.0},{"id":"https://openalex.org/C105795698","wikidata":"https://www.wikidata.org/wiki/Q12483","display_name":"Statistics","level":1,"score":0.0},{"id":"https://openalex.org/C199539241","wikidata":"https://www.wikidata.org/wiki/Q7748","display_name":"Law","level":1,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"mag:2994779004","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1912.08195","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null}],"best_oa_location":{"id":"mag:2994779004","doi":null,"is_oa":true,"landing_page_url":"https://arxiv.org/pdf/1912.08195","pdf_url":null,"source":{"id":"https://openalex.org/S4306400194","display_name":"arXiv (Cornell University)","issn_l":"2331-8422","issn":["2331-8422"],"is_oa":true,"is_in_doaj":false,"is_core":false,"listed_in":[],"host_organization":"https://openalex.org/I205783295","host_organization_name":"Cornell University","host_organization_lineage":["https://openalex.org/I205783295"],"host_organization_lineage_names":[],"type":"repository"},"license":null,"license_id":null,"version":"submittedVersion","is_accepted":false,"is_published":false,"raw_source_name":"arXiv (Cornell University)","raw_type":null},"sustainable_development_goals":[],"study_designs":[],"awards":[],"funders":[],"has_content":{"pdf":false,"grobid_xml":false},"content_urls":null,"referenced_works_count":59,"referenced_works":["https://openalex.org/W603908379","https://openalex.org/W1164749991","https://openalex.org/W1191599655","https://openalex.org/W1498980749","https://openalex.org/W1520997877","https://openalex.org/W1602670801","https://openalex.org/W1771459135","https://openalex.org/W1799227866","https://openalex.org/W1901129140","https://openalex.org/W1905829557","https://openalex.org/W1971366396","https://openalex.org/W2013894622","https://openalex.org/W2017814585","https://openalex.org/W2029876956","https://openalex.org/W2061874720","https://openalex.org/W2064675550","https://openalex.org/W2083353517","https://openalex.org/W2090323778","https://openalex.org/W2106353198","https://openalex.org/W2107111972","https://openalex.org/W2108598243","https://openalex.org/W2117726420","https://openalex.org/W2120295167","https://openalex.org/W2138243089","https://openalex.org/W2145339207","https://openalex.org/W2146814781","https://openalex.org/W2147756595","https://openalex.org/W2158211626","https://openalex.org/W2159471102","https://openalex.org/W2168614750","https://openalex.org/W2260756217","https://openalex.org/W2338684808","https://openalex.org/W2476548250","https://openalex.org/W2614839826","https://openalex.org/W2733961795","https://openalex.org/W2766447205","https://openalex.org/W2772262724","https://openalex.org/W2776202271","https://openalex.org/W2785325870","https://openalex.org/W2785523195","https://openalex.org/W2789198060","https://openalex.org/W2798512429","https://openalex.org/W2885550588","https://openalex.org/W2900928600","https://openalex.org/W2902907165","https://openalex.org/W2903447353","https://openalex.org/W2903594768","https://openalex.org/W2950187998","https://openalex.org/W2950635152","https://openalex.org/W2964121744","https://openalex.org/W2964295739","https://openalex.org/W2973525135","https://openalex.org/W2979490629","https://openalex.org/W3005680577","https://openalex.org/W3035505384","https://openalex.org/W3042040243","https://openalex.org/W3080215814","https://openalex.org/W3086315876","https://openalex.org/W4235808493"],"related_works":["https://openalex.org/W3119547168","https://openalex.org/W2980360687","https://openalex.org/W3005424296","https://openalex.org/W2568496342","https://openalex.org/W3108086142","https://openalex.org/W4379967059","https://openalex.org/W3156982352","https://openalex.org/W2785814910","https://openalex.org/W7166091103","https://openalex.org/W4403752783"],"abstract_inverted_index":{"The":[0],"ubiquity":[1],"of":[2,10,54,66,105,126,135,161,171,239],"embodied":[3,69,106,127,152],"gameplay,":[4],"observed":[5],"in":[6,30,39,80,112,132,163],"a":[7,119,159,164,233],"wide":[8],"variety":[9],"animal":[11],"species":[12],"including":[13],"turtles":[14],"and":[15,49,95,115,117,140,183,216,220,241,259,269],"ravens,":[16],"has":[17,75],"led":[18],"researchers":[19],"to":[20,26,149,224],"question":[21],"what":[22,253],"advantages":[23,104],"play":[24,36],"provides":[25],"the":[27,41,52,55,64,83,92,103,124,133,147,191],"animals":[28],"engaged":[29],"it.":[31],"Mounting":[32],"evidence":[33],"suggests":[34],"that":[35,151,261],"is":[37,61,254],"critical":[38],"developing":[40],"neural":[42],"flexibility":[43],"for":[44,122,196,206,235,251],"creative":[45],"problem":[46],"solving,":[47],"socialization,":[48],"can":[50],"improve":[51],"plasticity":[53],"medial":[56],"prefrontal":[57],"cortex.":[58],"Comparatively":[59],"little":[60,100],"known":[62],"regarding":[63],"impact":[65,125],"gameplay":[67,128],"upon":[68],"artificial":[70,77,257],"agents.":[71],"While":[72],"recent":[73],"work":[74],"produced":[76],"agents":[78,86,98,156],"proficient":[79],"abstract":[81],"games,":[82],"environments":[84],"these":[85,97],"act":[87],"within":[88],"are":[89,146,212],"far":[90],"removed":[91],"real":[93],"world":[94],"thus":[96],"provide":[99,118,247],"insight":[101],"into":[102],"play.":[107],"Hiding":[108],"games":[109],"have":[110],"arisen":[111],"multiple":[113],"cultures":[114],"species,":[116],"rich":[120],"ground":[121],"studying":[123,236],"on":[129,185],"representation":[130,198,262],"learning":[131,155,199,227,263],"context":[134],"perspective":[136,242],"taking,":[137],"secret":[138],"keeping,":[139],"false":[141],"belief":[142],"understanding.":[143],"Here":[144],"we":[145],"first":[148],"show":[150],"adversarial":[153],"reinforcement":[154],"playing":[157],"cache,":[158],"variant":[160],"hide-and-seek,":[162],"high":[165],"fidelity,":[166],"interactive,":[167,272],"environment,":[168],"learn":[169],"representations":[170,188,211],"their":[172],"observations":[173],"encoding":[174],"information":[175],"such":[176],"as":[177,232],"occlusion,":[178],"object":[179],"permanence,":[180],"free":[181],"space,":[182],"containment;":[184],"par":[186],"with":[187],"learnt":[189],"by":[190,214,256],"most":[192],"popular":[193],"modern":[194],"paradigm":[195],"visual":[197],"which":[200],"requires":[201],"large":[202],"datasets":[203,268],"independently":[204],"labeled":[205],"each":[207],"new":[208],"task.":[209],"Our":[210],"enhanced":[213],"intent":[215],"memory,":[217],"through":[218,245],"interaction":[219],"play,":[221,246],"moving":[222],"closer":[223],"biologically":[225],"motivated":[226],"strategies.":[228],"These":[229],"results":[230],"serve":[231],"model":[234],"how":[237],"facets":[238],"vision":[240],"taking":[243],"develop":[244],"an":[248],"experimental":[249],"framework":[250],"assessing":[252],"learned":[255],"agents,":[258],"suggest":[260],"should":[264],"move":[265],"from":[266],"static":[267],"towards":[270],"experiential,":[271],"learning.":[273]},"counts_by_year":[{"year":2021,"cited_by_count":2},{"year":2020,"cited_by_count":3},{"year":2019,"cited_by_count":1}],"updated_date":"2026-11-04T10:54:05.112534","created_date":"2019-12-26T00:00:00"}
